Earn a Place in AI Category Answers
The problem
Brand recognition is not category-answer presence
An AI system may know an entity and still omit it from a buyer answer. You need observable evidence that keeps mentions, citations, source ownership, identity, and retrievable proof separate.
Known but absent
Recognition does not establish that an entity appears in category, comparison, alternative, use-case, or buying answers.
Mentioned but not supported
A brand can be named while a different page owns the citation or no target source is cited.
Action without evidence
A generic content task does not close an identity, category-association, or retrievable-evidence gap.
The method
Observe first. Diagnose by entity. Act on evidence.
Use five fixed buyer-prompt intents in one dated context, then turn three distinct entity gaps into visible, attributable, integrity-safe work.
5
answer captures
3
entity diagnoses
3
evidence actions
How it works
Five steps from buyer answers to accountable evidence work
You make every classification, diagnosis, and action decision. AI checks evidence and consistency without generating the strategy for you.
1. Define the scope
Commit one category, buyer context, and three related entity types.
2. Run and classify five answers
Trigger each answer inside Altiv, then separate mention, citation, source ownership, and exact evidence. Altiv calculates count and band.
3. Diagnose by entity
Choose the narrowest supported organization, product, and expert gap.
4. Author evidence actions
Match each gap to a concrete surface, asset, owner, guard, and completion check.
5. Preserve the observation
Hand off the work and define a comparable rerun without causal overclaim.
Your deliverable
AI Category Presence Plan
An implementation-ready record grounded in what was actually observed and what evidence still needs to exist.
FAQ
Frequently asked questions
Does this reveal an AI model's hidden shortlist?
No. It records only what appeared in five captured answers in one dated context.
Do I need to leave Altiv to collect the answers?
No. You trigger all five questions inside the Play, and Altiv preserves each successful capture.
Does a citation mean my site was cited?
Not necessarily. The Play records whether the target source is brand-owned, independent, mixed, or absent.
Will these actions guarantee AI visibility?
No. Completion is defined by inspectable evidence and attribution, not an AI mention or ranking promise.
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